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Benchmarks
Model Inversion Attack on Casia-Webface
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100
ASR (L2)
PIPE
-2.856
23.847
50.55
77.253
Oct 29, 2025
ASR (L2)
ASR (Reconstruction)
Guess Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR (L2)
ASR (Reconstruction)
Guess Rate
PIPE
Prot scheme=Unprotected
2025.10
100
100
-
PIPE
Prot scheme=Facial-FE E8
2025.10
99.3
99.5
-
PIPE
Prot scheme=Facial-FE...
2025.10
61.6
68.8
-
PIPE
Prot scheme=Facial-FE...
2025.10
61.4
68.5
-
PIPE
Prot scheme=Snapper-FE
2025.10
1.1
4
-
Random Guessing Adversary
Prot scheme=Unprotected
2025.10
-
-
1.1
Random Guessing Adversary
Prot scheme=Facial-FE E8
2025.10
-
-
9.8
Random Guessing Adversary
Prot scheme=Facial-FE...
2025.10
-
-
3.4
Random Guessing Adversary
Prot scheme=Facial-FE...
2025.10
-
-
3.4
Random Guessing Adversary
Prot scheme=Snapper-FE
2025.10
-
-
4.1
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